FalkorDB

Practical FalkorDB guidance — Cypher queries, UDF management, Docker operations, and data ingestion. Use when writing or reviewing FalkorDB queries, setting up FalkorDB containers, working with user-defined functions, or migrating data from other sources.

Extract data from Neo4j to CSV and load it into FalkorDB

Convert AWS Neptune Export CSVs and load them into FalkorDB

Migrate and continuously sync data from SQL systems into FalkorDB

Build FalkorDB databases from CSV inputs using the falkordb-bulk-loader utility

Account for FalkorDB Cypher limitations like non-indexed not-equal filters when designing queries

Use RediSearch-backed full-text indexes for text search with wildcard and fuzzy matching

Use HNSW vector indexes for Approximate Nearest Neighbor (ANN) search with embeddings

This skill should be used when understanding code structure, finding dependencies between functions/classes, tracing call graphs, or exploring code relationships. Trigger phrases include 'code graph', 'call graph', 'who calls', 'what calls', 'find dependencies', 'code structure', 'inheritance', 'find paths'.